Automated README summary
Automatically summarized from the README on 20 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A local browser app that turns Jev's pixel probability distributions into paintings. Aimed at people with a TypeSafe Jev API key who want to run a small creative experiment on their own machine.
How it uses Jev
For each pixel location on the chosen grid, the app sends typed questions about palette or HSL/RGB channels and asks Jev for calibrated probabilities. Four concurrent batches are validated, then spatially correlated categorical sampling picks stroke pigments, mean colour supplies the underpainting, and entropy controls relief.
Primitives:choicescore
Technique worth stealing
Use per-pixel Jev probabilities as sampling weights, letting predicted confidence decide stroke width, then combine independent channel probabilities into a painting.
Try it
Run `python3 server.py`, open http://127.0.0.1:8791, paste your Jev API key, pick a representation and grid, then enter a prompt.
Model judgments from README excerpts
Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.
Models & evaluation dates
- Inclusion gate
jev-1.13.0- Project signals
jev-1.13.0- Category
jev-1.13.0- Pattern tags
jev-1.13.0
Evidence
These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.
- Jev is core to the projectunclear0.51
- Shows a System One patternFound in material0.65
- Describes handling uncertaintynot found in the excerpt0.06
- Reports measured numbersnot found in the excerpt0.04
- Is a runnable toolFound in material0.93
- Top-10 learning shortlist signalunclear0.43
- Is a replica of the modelnot found in the excerpt0.03
- Solves a common problem (0–2)score on a 0–2 scale0.00 / 2
- About JevFound in material0.98
no-judgment band (0.40–0.60)
no-judgment band (0.40–0.60)
The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.